no code implementations • 22 Feb 2024 • David J. Schodt, Ryan Brown, Michael Merritt, Samuel Park, Delsin Menolascino, Mark A. Peot
Obtaining heteroscedastic predictive uncertainties from a Bayesian Neural Network (BNN) is vital to many applications.
no code implementations • 23 Aug 2023 • Aaron Mahler, Tyrus Berry, Tom Stephens, Harbir Antil, Michael Merritt, Jeanie Schreiber, Ioannis Kevrekidis
We use these tools to obtain adversarial examples that reside on a class manifold, yet fool a classifier.